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将签证申请文件（图片）翻译成英文，并创建包含原文和译文的双语PDF
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Baseado na classificação ocupacional SOC
Use after a complex task, failure, or when reviewing what was learned. Teaches how to write growth logs that extract reusable patterns — not diary entries.
Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.
Stop hook that blocks Claude from finishing until quality checks pass. Detects rationalization patterns (surface text heuristics), stale learning logs (filesystem mtime), and low disk space. Complements self-audit by mechanically enforcing learning capture habits.
React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
| name | visa-doc-translate |
| description | 将签证申请文件（图片）翻译成英文，并创建包含原文和译文的双语PDF |
您正在协助翻译用于签证申请的签证申请文件。
当用户提供图像文件路径时，自动执行以下步骤，无需请求确认：
图像转换：如果文件是 HEIC 格式，使用 sips -s format png <input> --out <output> 将其转换为 PNG
图像旋转：
OCR 文本提取：
翻译：
PDF 生成：
输出：在同一目录中创建名为 <original_filename>_Translated.pdf 的 PDF 文件
macOS Vision 框架（仅限 macOS）：
import Vision
from Foundation import NSURL
EasyOCR（跨平台）：
pip install easyocr
Tesseract OCR（如果可用）：
brew install tesseract tesseract-lang
pip install pytesseract
pip install pillow reportlab
对于 macOS Vision 框架：
pip install pyobjc-framework-Vision pyobjc-framework-Quartz
/visa-doc-translate RetirementCertificate.PNG
/visa-doc-translate BankStatement.HEIC
/visa-doc-translate EmploymentLetter.jpg
该技能将：
<filename>_Translated.pdf，其中包含：
非常适合需要翻译文件的澳大利亚、美国、加拿大、英国及其他国家的签证申请。